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Learner Reviews & Feedback for Generative AI with Large Language Models by DeepLearning.AI

4.8
stars
3,565 ratings

About the Course

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications. By taking this course, you'll learn to: - Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment - Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases - Use empirical scaling laws to optimize the model's objective function across dataset size, compute budget, and inference requirements - Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project - Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners Developers who have a good foundational understanding of how LLMs work, as well the best practices behind training and deploying them, will be able to make good decisions for their companies and more quickly build working prototypes. This course will support learners in building practical intuition about how to best utilize this exciting new technology. This is an intermediate course, so you should have some experience coding in Python to get the most out of it. You should also be familiar with the basics of machine learning, such as supervised and unsupervised learning, loss functions, and splitting data into training, validation, and test sets. If you have taken the Machine Learning Specialization or Deep Learning Specialization from DeepLearning.AI, you’ll be ready to take this course and dive deeper into the fundamentals of generative AI....

Top reviews

JH

Oct 14, 2023

I found this an excellent overview about Large Language Models, how they work, the different approaches for improving their performance and understanding the tradeoffs between these approaches.

YA

Nov 6, 2023

I learned so much through the material and topics presented during this course. The topics are explained in detail and easy-to-understand way, and the labs and quizzes solidify the learning.

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426 - 450 of 848 Reviews for Generative AI with Large Language Models

By Swami N

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Oct 6, 2024

Simplification of LLMs from a usage and training perspective.

By Parma R R

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Oct 3, 2023

Very good course and very well structured! Highly recommended

By Sahitya P

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Nov 27, 2024

Very good introductory AI LLM course covering all the basics

By Muhammad Z H b Z

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Nov 17, 2024

Great course! I learn so much about LLM and machine learning

By Subodh J

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Aug 23, 2024

Really good course. The best part is the hands-on exercises.

By David R D

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Jan 29, 2024

Excellent , provides great insight to work on LLM and LLMOps

By Mayank P J

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Dec 19, 2023

Very elegantly explained all the LLM concepts, to begin with

By Nicholas M

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Sep 17, 2023

Learned so much, grateful to everyone who made this possible

By Sulabh V

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Jul 17, 2023

great video lectures and lab exercises to learn the concepts

By Nicola Z

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Feb 27, 2025

amazing very well explained and the list of topic excellent

By John L

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Jul 13, 2023

very good explainations on LLMs, especially RLHF and PEFT.

By Sara A

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Mar 9, 2025

It will give you whatever you need to start generative AI.

By Divyashree .

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Jul 22, 2024

Very good one and helped me to learn new things. Thank you

By Joe J

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Apr 30, 2024

A good introduction to GenAI that covered many components.

By Kashif M

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Nov 12, 2023

Great starting point to learn about generative AI and LLMs

By Donaldo J

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Oct 6, 2023

Great course with a lot of information and super resources

By Prashant S

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Jul 7, 2024

Great course for deeper understanding of Gen AI and LLMs.

By Marcus A

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Jul 28, 2023

Great introduction to AI with LLMs, diving into the tech.

By Raj R

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Aug 22, 2023

Excellent overview and distillation of complex concepts.

By Albert P

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Jul 7, 2023

Excellent to spark interest in the guts of AI and LLMs

By Xiaomin S

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Sep 26, 2024

Great course, good presentation and updated materials!

By Andy W

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Jun 30, 2024

Very informative in up-skilling my GenAI LLM knowledge

By Atif H

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Oct 20, 2023

A great course. Very comprehensive and easy to follow.

By Ganesh T

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Aug 27, 2023

great examples and easy to do practicals ... loved it.

By Aravind S

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Aug 1, 2023

Good Introductory course to LLM and foundational tech.